Simulations of Learning, Memory, and Forgetting Processes with Model of CA1 Region of the Hippocampus
Author
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-10
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
The aim of this paper is to present a computational model of the CA1 region of the hippocampus, whose properties include (a) attenuation of receptors for external stimuli, (b) delay and decay of postsynaptic potentials, (c) modification of internal weights due to propagation of postsynaptic potentials through the dendrite, and (d) modification of weights for the analog memory of each input due to a pattern of long-term synaptic potentiation (LTP) with regard to its decay.
The computer simulations showed that CA1 model performs efficient LTP induction and high rate of sub-millisecond coincidence detection.
We also discuss a possibility of hardware implementation of pyramidal cells of CA1 region of the hippocampus.
American Psychological Association (APA)
Świetlik, Dariusz. 2018. Simulations of Learning, Memory, and Forgetting Processes with Model of CA1 Region of the Hippocampus. Complexity،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1132811
Modern Language Association (MLA)
Świetlik, Dariusz. Simulations of Learning, Memory, and Forgetting Processes with Model of CA1 Region of the Hippocampus. Complexity No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1132811
American Medical Association (AMA)
Świetlik, Dariusz. Simulations of Learning, Memory, and Forgetting Processes with Model of CA1 Region of the Hippocampus. Complexity. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1132811
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132811